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latent dirichlet allocation

171 papers

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Also known as

LDA

Co-occurring keywords

topic modeling (460) topic model (290) bayesian inference (1904) variational inference (2069) unsupervised learning (3255) gibbs sampling (201) probabilistic modeling (851) probabilistic model (476) text mining (298) text classification (6776)

Papers

Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units NIPS 2009
Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora NIPS 2009
Replicated Softmax: an Undirected Topic Model NIPS 2009
Rethinking LDA: Why Priors Matter NIPS 2009
Unsupervised discovery of object classes from range data using latent Dirichlet allocation RSS 2009
Distributed Algorithms for Topic Models JMLR 2009
An Additive Latent Feature Model for Transparent Object Recognition NIPS 2009
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation NIPS 2008
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NIPS 2008
Unsupervised Learning of Visual Sense Models for Polysemous Words NIPS 2008
Asynchronous Distributed Learning of Topic Models NIPS 2008
Sparse Overcomplete Latent Variable Decomposition of Counts Data NIPS 2007
Distributed Inference for Latent Dirichlet Allocation NIPS 2007
Spatial Latent Dirichlet Allocation NIPS 2007
Supervised Topic Models NIPS 2007
A Bayesian LDA-based model for semi-supervised part-of-speech tagging NIPS 2007
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation NIPS 2006
Detecting Humans via Their Pose NIPS 2006
Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model NIPS 2006
Matching Words and Pictures JMLR 2003
Latent Dirichlet Allocation JMLR 2003